{"id":4439,"date":"2026-01-16T09:42:55","date_gmt":"2026-01-16T09:42:55","guid":{"rendered":"https:\/\/maxitory.com\/portfolio\/ai-powered-forecasting-for-volatile-markets\/"},"modified":"2026-01-27T08:42:04","modified_gmt":"2026-01-27T08:42:04","slug":"ai-powered-forecasting-for-volatile-markets","status":"publish","type":"portfolio","link":"https:\/\/maxitory.com\/en\/portfolio\/ai-powered-forecasting-for-volatile-markets\/","title":{"rendered":"AI-powered forecasting for volatile markets"},"content":{"rendered":"\t\t
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Companies face the challenge of identifying volatilities early on, for example in price, raw materials or the like, and making informed decisions<\/strong>, while relevant information is distributed across numerous external sources.
Maxitory supports organizations in analyzing price, competitive and market developments on a data-driven basis and making forecasts structurally usable<\/strong>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Category: <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Data & Analytics Consulting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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services: <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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\nPrice forecasting & Forecasting
\nData integration & data preparation
\nAI-supported analysis
\nDashboard & web application
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Manager - Konstanze
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Date: <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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November 22, 2023<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Initial situation & challenge<\/span><\/h3>

The desire for more transparency, planning security and data-based decisions in volatile prices and markets.<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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M<\/span>any companies face the challenge that data from competitors, market developments or trends are available in industry reports or websites, which increasingly brings challenges:<\/p>

  • Price-relevant data is available in distributed reports and market sources<\/p><\/li>

  • Manual evaluation is time-consuming and prone to errors<\/p><\/li>

  • Historical data is considered in isolation<\/p><\/li>

  • Forecasts are missing or incomprehensible<\/p><\/li>

  • Decisions are based on assumptions instead of consolidated data<\/p><\/li><\/ul>

    The goal was to develop a dashboard that displays the information in a bundled manner and also automatically derives recommendations for action and forecasts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Maxitory's solution approach<\/span><\/h3>

    End-to-End Sales Automation<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Maxitory considers forecasts as an end-to-end analysis process<\/strong> \u2013 from the data source to the decision-making basis.
    The goal is a central, automated and transparent web application<\/strong> that brings together historical price developments, trends and forecasts.<\/p>

    Typical components of the approach:<\/strong><\/p>

    • Connection of relevant market and price data sources<\/p><\/li>

    • Automated data preparation and standardization<\/p><\/li>

    • Modeling of price trends and forecast scenarios<\/p><\/li>

    • Visualization in an understandable, web-based interface<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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      “Value is not created by data – but by the ability to understand developments at an early stage.”<\/span> Konstanze Beiner<\/cite><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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      Implementation & methodology<\/span><\/h3>

      The innovation<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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      <\/div>
      1. Data Basis & Structure<\/div>

      Identification of relevant price and market data and sources as well as the establishment of a consistent data structure.<\/p>\n<\/div><\/div><\/div><\/div>

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      2. Analysis & Forecast<\/div>

      Derivation of trends, patterns and scenarios based on historical developments and weightings.<\/p>\n<\/div><\/div><\/div><\/div>

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      3. Visualization & Use<\/div>

      Provision of the results via an interactive and updateable web application to support decisions.<\/p>\n<\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t

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      Results & Added Value<\/span><\/h3>

      Enable satisfaction and success<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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      Through the use of our analysis boards, measurable and sustainable added value can be created by Maxitory:<\/p>

      • Central view of price trends and developments<\/p><\/li>

      • Reduced manual analysis effort<\/p><\/li>

      • Higher transparency in price assumptions<\/p><\/li>

      • Improved decision quality through forecasts and scenarios<\/p><\/li>

      • Scalable basis for further market analyses<\/p><\/li><\/ul>

        Business, purchasing and competition decisions can thus be made more reliably and data-supported. Without missing important factors and developments. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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        \n\t\t\t\t\t\t\t\tExemplary ROI & Business Impact\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t
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        \n\t\t\t\t\t\t\tUse Case ROI Results\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\tBetter budget and planning decisions, faster reaction to market changes, reduced uncertainty in strategic assumptions\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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        *Maxitory cannot guarantee an ROI.
        Results are highly dependent on availability and quality and may vary.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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        The use case shows how<\/span> AI-supported market forecasts<\/strong> can help companies to better understand volatile markets and secure decisions on a data-driven basis.<\/span><\/p>

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        We promise to support you in the best possible way!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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        K. Beiner<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

        Innovative Sales Automations<\/p>\n","protected":false},"author":1,"featured_media":4605,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","portfolio-category":[99,110,111,98],"portfolio-tag":[114,136,134,135],"class_list":["post-4439","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-category-ai","portfolio-category-business","portfolio-category-economy","portfolio-category-technology","portfolio-tag-ai","portfolio-tag-dataanalytics","portfolio-tag-economy","portfolio-tag-predictiveanalytics"],"_links":{"self":[{"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio\/4439","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/comments?post=4439"}],"version-history":[{"count":7,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio\/4439\/revisions"}],"predecessor-version":[{"id":4557,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio\/4439\/revisions\/4557"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/media\/4605"}],"wp:attachment":[{"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/media?parent=4439"}],"wp:term":[{"taxonomy":"portfolio-category","embeddable":true,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio-category?post=4439"},{"taxonomy":"portfolio-tag","embeddable":true,"href":"https:\/\/maxitory.com\/en\/wp-json\/wp\/v2\/portfolio-tag?post=4439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}